{"id":"W7111545179","doi":"","title":"Examining the use of drumming for Native American and Indigenous Canadian health and wellness: A systematic review and metasynthesis that combines Western and Indigenous methods","year":2025,"lang":"","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Native american; Traditional knowledge; Native American studies; Systematic review","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0280644,0.001742777,0.007239235,0.01179648,0.002077803,0.004622106,0.002674766,0.002099548,0.002272298],"category_scores_gemma":[0.07991339,0.001169426,0.01441028,0.01591797,0.002033397,0.002049975,0.003010074,0.001731537,0.000128069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0142503,"about_ca_system_score_gemma":0.04528162,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2847999,"about_ca_topic_score_gemma":0.5277775,"domain_scores_codex":[0.9822685,0.00612217,0.005846672,0.001453787,0.003598761,0.0007101038],"domain_scores_gemma":[0.9489359,0.03467283,0.008131934,0.001365768,0.0062359,0.0006576908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0008885259,0.00007703221,0.0109137,0.7959878,0.1520547,0.00008313154,0.002203226,0.0001474138,0.0002894675,0.0003386437,0.001129545,0.03588673],"study_design_scores_gemma":[0.0007150163,0.000416088,0.03018446,0.3838373,0.573182,0.0001120757,0.002370645,0.0001490034,0.0004183034,0.0003262541,0.008169458,0.0001193817],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01351387,0.9820112,0.0005684205,0.0004680737,0.0002517396,0.001447431,0.001164584,0.00002046186,0.0005542484],"genre_scores_gemma":[0.2332244,0.7538812,0.006028786,0.001743754,0.0001959186,0.003448173,0.001101697,0.00002639015,0.0003496122],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7152001,"threshold_uncertainty_score":0.5662844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06020372237689346,"score_gpt":0.3282956316861495,"score_spread":0.268091909309256,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}